Aquaculture Pond Precise Detection and Monitoring for Spacial Planning Using Deep Learning and Remote Sensing
This innovation note outlines an advanced approach for detecting and monitoring aquaculture ponds through deep learning and remote sensing techniques. Utilizing Sentinel-2 satellite imagery, the Normalized Difference Water Index (NDWI), and a combined DeepLabv3 and Random Forest classification model.
Precision Mapping: Harnessing Geographic Coordinates for Effective Identification of Aquaculture Ponds to Enhance Spatial Planning
This innovation note delves into precision mapping techniques to identify and analyze aquaculture ponds through geographic coordinates, facilitating effective marine spatial planning (MSP).
Underwater Radiated Noise (URN) Management Technological and Policy Interventions
This research note delves into the multifaceted realm of underwater radiated noise management, focusing on the synergistic interplay between technological innovations and policy interventions, as well as the critical importance of acoustic capacity and capability building.
Shipping Radiated Noise Estimation Techniques.
This research note aims to identify all the ‘Shipping Radiated Noise Estimation Techniques’ that have been developed so far, which enables us to derive shipping radiated noise based on Automatic Identification…
Onboard Noise Vibration Management.
Noise and Vibration (N&V) on-board marine platforms is a critical research area that has multiple applications to it. The first is the crew comfort on-board the platforms that would determine the health hazards…
Sediment Bearing Pressure Analysis Using Sediment Classification Techniques.
Understanding the geology and geotechnical qualities of the seafloor necessitates a comprehensive examination of the surface sediment topography and composition. This is based on the…
Frontend Development Of Graphical User Interface For Passive Sonar Simulator.
The project discusses the development of a Passive Sonar Simulator (PSS) and its potential applications in various domains. It explains how a Graphical User Interface (GUI) can make the final product more intuitive and…
Effective Detection Model For Passive SONAR Simulator.
This Research Note is to predict the detection range of passive sonar in different detection probability, the sonar equation is used as the logical basis. The underwater acoustic channel transmission characteristic curves are given in combination with a specific marine environment. Then, the influence of the passive sonar…
Duct-Borne Noise & Vibration Onboard Maritime Vessels For Underwater Radiated Noise Management.
Noise & Vibration studies are one of the most important aspects of designing any dynamic system. Any machinery which has components having high inertia, rotating components, friction, losses and other random forces create…
Collision Avoidance & Navigation System Using AIS
The Collision Avoidance and Navigation System using Automatic Identification System (AIS) aims to enhance maritime safety by leveraging AIS technology. AIS provides real-time vessel information such as position, course…